Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "121" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 104 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 100 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.281369 | -0.413458 | 3.215546 | 16.993414 | 0.271589 | 5.190575 | 2.180576 | 20.334957 | 0.7952 | 0.8133 | 0.2450 | 14.286687 | 15.089061 |
| 2459593 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.592001 | 1.445822 | 3.916562 | 19.712190 | 6.227062 | 3.722754 | 0.283879 | 13.795763 | 0.7507 | 0.7465 | 0.2441 | 7.550222 | 6.462479 |
| 2459592 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.050694 | -0.519383 | -0.024379 | 3.349680 | 2.316390 | 0.524104 | 2.666889 | 1.840994 | 0.0336 | 0.0299 | 0.0007 | nan | nan |
| 2459591 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.954101 | 3.733862 | 3.728946 | 22.359676 | 6.267104 | 2.316574 | 7.867231 | 17.208167 | 0.6874 | 0.6940 | 0.3545 | 10.367141 | 8.431782 |
| 2459590 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.210811 | 4.292203 | 4.227446 | 21.222275 | 5.408411 | 1.974114 | 2.588342 | 20.509619 | 0.6893 | 0.6929 | 0.3500 | 8.393548 | 6.810173 |
| 2459589 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.921582 | 2.806797 | 3.556605 | 19.398027 | 0.743379 | 4.986233 | 1.683477 | 16.843829 | 0.7266 | 0.7184 | 0.2752 | 8.136138 | 6.872545 |
| 2459588 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.555264 | -0.134807 | 0.999639 | 23.498779 | 19.875728 | 3.592661 | 1.347743 | 9.310448 | 0.7919 | 0.7809 | 0.2102 | 12.939728 | 9.877839 |
| 2459587 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | 1.951965 | 3.610018 | 1.224903 | 33.087227 | 5.525962 | 4.757571 | 10.005957 | 15.040839 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 313.323650 | 311.560214 | inf | inf | 10.418068 | 12.827718 | 196.196100 | 547.284430 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459585 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.785497 | 18.177674 | 2.237787 | 9.047689 | 0.913686 | 7.441411 | 11.760158 | 7.858976 | 0.0359 | 0.0297 | 0.0014 | 0.000000 | 0.000000 |
| 2459584 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.051031 | 18.106009 | 5.660230 | 30.468528 | 14.398307 | 50.886473 | 9.620704 | 15.471607 | 0.6794 | 0.6652 | 0.3754 | 0.000000 | 0.000000 |
| 2459583 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459582 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.853481 | 3.908508 | 3.282692 | 20.607364 | 2.746748 | 3.450993 | 3.042168 | 11.894016 | 0.6881 | 0.6488 | 0.3859 | 4.721032 | 3.279558 |
| 2459581 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.592201 | 5.229855 | 3.588725 | 22.919591 | 5.833713 | 3.009427 | 3.768033 | 13.149438 | 0.6977 | 0.6594 | 0.3806 | 5.444108 | 3.369404 |
| 2459580 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.730241 | 19.962424 | 33.721237 | 37.214682 | 20.654006 | 24.022283 | 6.927747 | 1.557959 | 0.0669 | 0.0603 | 0.0059 | 0.000000 | 0.000000 |
| 2459579 | RF_maintenance | 100.00% | 0.54% | 0.00% | 0.00% | 100.00% | 0.00% | 2.427725 | 2.577025 | 10.120153 | 7.922869 | 6.911403 | 0.554547 | 3.128332 | 32.389508 | 0.6711 | 0.6912 | 0.3739 | 8.297902 | 5.934486 |
| 2459578 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459577 | RF_maintenance | 100.00% | 0.00% | 1.08% | 0.00% | 100.00% | 0.00% | 1.867732 | 3.802289 | 5.994305 | 6.068890 | 8.953533 | 0.783257 | 6.731419 | 20.522909 | 0.6877 | 0.6703 | 0.3730 | 6.000625 | 4.471660 |
| 2459576 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.113139 | 3.150443 | 5.788127 | 5.179411 | 7.063859 | 1.218818 | 0.191530 | 24.062795 | 0.7022 | 0.7165 | 0.3668 | 8.161341 | 6.576307 |
| 2459575 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.754142 | 1.174331 | 5.345546 | 4.774479 | 3.287524 | 3.080972 | 5.192611 | 7.892170 | 0.7543 | 0.7715 | 0.3290 | 12.241825 | 9.841789 |
| 2459574 | RF_maintenance | 100.00% | 0.54% | 0.00% | 0.00% | 100.00% | 0.00% | 2.673443 | 2.438818 | 5.540392 | 4.844602 | 8.075235 | 2.504631 | 1.191156 | 13.892149 | 0.6808 | 0.7122 | 0.3762 | 6.171329 | 4.960803 |
| 2459573 | RF_maintenance | 100.00% | 1.08% | 0.00% | 0.00% | 100.00% | 0.00% | 2.010573 | 2.457838 | 8.793480 | 8.216006 | 3.587105 | 0.356873 | 12.881270 | 26.409652 | 0.6658 | 0.7119 | 0.3790 | 5.571153 | 4.351749 |
| 2459572 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.399393 | 2.230997 | 5.402185 | 4.821480 | 3.947091 | 0.562252 | 10.180192 | 42.241548 | 0.6850 | 0.7180 | 0.3719 | 10.321784 | 7.129797 |
| 2459571 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.025476 | 3.987412 | 30.038830 | 17.902763 | 45.753063 | 115.907010 | 12.898703 | 135.674209 | 0.7058 | 0.7248 | 0.3752 | nan | nan |
| 2459570 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.584092 | 10.799396 | 0.464451 | 14.102748 | 0.955465 | 6.748980 | 1.607054 | 29.163290 | 0.7098 | 0.7334 | 0.3445 | 0.000000 | 0.000000 |
| 2459569 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459566 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.963644 | 2.426011 | 6.883795 | 6.241542 | 5.379662 | 1.058339 | 12.565431 | 12.711235 | 0.6969 | 0.7050 | 0.3780 | 7.289940 | 4.995516 |
| 2459565 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.055318 | 2.364568 | -0.610777 | 6.794013 | -1.768961 | 0.299357 | 1.759062 | 13.888194 | 0.7121 | 0.7149 | 0.3729 | 4.248215 | 3.405818 |
| 2459563 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.350941 | 2.828488 | 15.477377 | 13.142137 | 4.845055 | 0.421151 | 10.583624 | 22.040427 | 0.7072 | 0.7132 | 0.3731 | 5.486639 | 4.163605 |
| 2459562 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.830667 | 1.820082 | -1.174900 | 3.496874 | -0.309736 | 0.837349 | 5.786061 | 14.297976 | 0.7078 | 0.7178 | 0.3700 | 3.782414 | 2.916153 |
| 2459561 | RF_maintenance | 100.00% | 3.79% | 78.37% | 0.00% | 100.00% | 0.00% | -0.208814 | 14.364293 | -1.111075 | 11.039176 | 8.593459 | 71.925213 | 15.177758 | 16.677486 | 0.6792 | 0.2098 | 0.5103 | 3.690101 | 1.213712 |
| 2459560 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.186276 | 1.626988 | -1.585932 | 3.236581 | -1.329075 | 0.722016 | 13.566816 | 14.829124 | 0.7068 | 0.7133 | 0.3793 | 3.909243 | 3.019292 |
| 2459559 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.109315 | 1.769786 | -1.087888 | 3.432750 | -1.453173 | 0.539473 | 11.197105 | 14.799438 | 0.7081 | 0.7114 | 0.3686 | 3.463078 | 2.736080 |
| 2459558 | RF_maintenance | 100.00% | 0.54% | 0.00% | 0.00% | 100.00% | 0.00% | 2.707353 | 2.819923 | 6.970953 | 6.760530 | 8.621131 | 0.147829 | 11.070556 | 25.257112 | 0.7029 | 0.7118 | 0.3785 | 4.794665 | 3.563630 |
| 2459556 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.060339 | 3.127887 | 8.411512 | 7.365537 | 7.300855 | 1.453787 | 18.143182 | 51.289858 | 0.6933 | 0.7113 | 0.3775 | 4.194937 | 3.391299 |
| 2459554 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7067 | 0.7173 | 0.3782 | nan | nan |
| 2459553 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7067 | 0.7125 | 0.3773 | nan | nan |
| 2459552 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.204495 | 2.953823 | 12.621288 | 12.079055 | 12.424405 | 0.502908 | 2.485364 | 22.286280 | 0.7166 | 0.7112 | 0.3635 | 10.284407 | 9.165477 |
| 2459551 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.022190 | 1.439269 | -0.300993 | 5.077686 | -2.359461 | 0.543524 | -0.038135 | 20.108775 | 0.7039 | 0.7161 | 0.3687 | 3.828041 | 3.003280 |
| 2459550 | RF_maintenance | - | 89.29% | 89.29% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.2240 | 0.2184 | 0.0787 | nan | nan |
| 2459549 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.037320 | 2.531896 | 9.288210 | 9.163220 | 8.050308 | 0.957670 | -0.900474 | 26.254614 | 0.7084 | 0.7140 | 0.3792 | 4.587419 | 3.369736 |
| 2459542 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.446406 | 3.468698 | 18.560920 | 18.253879 | -0.038881 | -0.457959 | -0.233572 | 20.310965 | 0.7523 | 0.7632 | 0.3393 | 4.268197 | 3.269912 |
| 2459541 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459540 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459536 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.044227 | 4.778261 | 15.615549 | 15.076304 | 12.946369 | 3.979215 | 1.155998 | 40.785632 | 0.7203 | 0.7378 | 0.4031 | 7.846169 | 5.639193 |
| 2459535 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.910880 | 1.567201 | 0.754039 | 3.755971 | -2.276735 | 1.519585 | -0.079918 | 12.953352 | 0.7816 | 0.7836 | 0.3431 | 4.055621 | 3.064929 |
| 2459534 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.107591 | 1.382829 | -0.210919 | 3.499386 | -1.774863 | 1.367233 | -0.292375 | 10.695248 | 0.7777 | 0.7712 | 0.3377 | 4.532170 | 3.584876 |
| 2459533 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.169843 | 3.472988 | 9.528806 | 8.071343 | 5.759444 | 1.187979 | 2.311975 | 28.409968 | 0.7036 | 0.7363 | 0.3899 | 4.055760 | 3.302516 |
| 2459532 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.736178 | 3.737007 | 12.609529 | 11.448140 | 8.239214 | 3.284141 | -0.939584 | 22.895175 | 0.7350 | 0.7384 | 0.3734 | 5.698071 | 4.244287 |
| 2459530 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.335624 | 2.419364 | -0.187664 | 3.552060 | -2.313039 | 1.504157 | -0.387106 | 13.859208 | 0.7355 | 0.7459 | 0.3795 | 4.979009 | 3.839889 |
| 2459527 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.433885 | 3.416433 | 9.998134 | 9.453556 | 19.132210 | 6.864156 | -0.205828 | 9.680492 | 0.9119 | 0.9446 | 0.2766 | 0.000000 | 0.000000 |
| 2459523 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | 2.963443 | 3.416848 | 13.473345 | 11.299098 | 6.479123 | 1.832018 | -1.875954 | 26.161374 | nan | nan | nan | 7.376107 | 4.919815 |
| 2459522 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.610748 | 4.186910 | 12.684455 | 10.853698 | 4.599068 | 5.074096 | -0.574119 | 31.648672 | 0.6921 | 0.7292 | 0.3193 | 4.304187 | 4.753710 |
| 2459513 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.755681 | 5.455024 | 28.334749 | 17.423191 | 14.756922 | 68.381689 | 5.184778 | 54.665654 | 0.8693 | 0.9089 | 0.2298 | nan | nan |
| 2459508 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.223205 | 2.148767 | 5.722205 | 8.226853 | 6.503515 | 5.268256 | 5.090068 | 12.389267 | 0.9217 | 0.9594 | 0.1705 | 0.000000 | 0.000000 |
| 2459505 | RF_maintenance | 100.00% | 21.05% | 21.05% | 0.00% | 100.00% | 0.00% | 3.305119 | 3.479870 | 7.085195 | 13.149690 | 230.971781 | 219.631440 | 24.803747 | 31.952088 | 0.7447 | 0.7218 | 0.1450 | 19.594029 | 17.139352 |
| 2459503 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.071283 | 7.371291 | 8.456500 | 11.895744 | 14.484002 | 16.267877 | 4.068207 | 11.375368 | 0.8872 | 0.8866 | 0.4099 | 0.000000 | 0.000000 |
| 2459501 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.026275 | 5.873718 | 7.668929 | 8.798868 | 11.364420 | 7.693452 | 8.457381 | 7.279957 | 0.8878 | 0.9151 | 0.3627 | 0.000000 | 0.000000 |
| 2459500 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.654265 | 7.378512 | 6.220027 | 8.770201 | 9.511065 | 9.608362 | 6.812696 | 6.591212 | 0.8934 | 0.9109 | 0.3507 | 0.000000 | 0.000000 |
| 2459499 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.909947 | 8.417284 | 7.563534 | 11.011434 | 9.724763 | 10.349813 | 15.408487 | 14.478804 | 0.8935 | 0.9458 | 0.1642 | 0.000000 | 0.000000 |
| 2459498 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.405425 | 8.664823 | 6.971840 | 9.112918 | 8.865304 | 10.300493 | 11.012852 | 12.147915 | 0.9038 | 0.9138 | 0.3894 | 0.000000 | 0.000000 |
| 2459497 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.402700 | 10.708933 | 7.753820 | 9.896585 | 12.134643 | 13.022247 | 3.483833 | 7.723846 | 0.9178 | 0.9393 | 0.3090 | 0.000000 | 0.000000 |
| 2459496 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.265210 | 10.635828 | 6.982375 | 9.204372 | 10.420514 | 12.123574 | 1.770577 | 6.258563 | 0.8888 | 0.9067 | 0.3750 | 0.000000 | 0.000000 |
| 2459495 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.749413 | 8.248240 | 6.303418 | 8.431681 | 9.152382 | 10.121265 | 1.877438 | 8.469471 | 0.8841 | 0.9026 | 0.4155 | 0.000000 | 0.000000 |
| 2459494 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.572450 | 8.986559 | 7.101747 | 9.299438 | 10.013355 | 10.427584 | 4.661635 | 12.046430 | 0.8819 | 0.8966 | 0.4307 | 0.000000 | 0.000000 |
| 2459492 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.362074 | 6.452082 | 12.404993 | 11.522786 | 9.526570 | 3.199280 | 14.531241 | 44.295450 | 0.7537 | 0.8036 | 0.3374 | 0.000000 | 0.000000 |
| 2459491 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.342280 | 6.384541 | 13.403484 | 13.030974 | 13.349949 | 5.460609 | 2.626730 | 21.544449 | 0.7893 | 0.8158 | 0.2694 | 0.000000 | 0.000000 |
| 2459490 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.388389 | 6.887850 | 15.052924 | 13.309378 | 11.508044 | 2.465621 | -1.278396 | 36.268999 | 0.7528 | 0.8055 | 0.3610 | 0.000000 | 0.000000 |
| 2459489 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.945999 | 6.523301 | 14.266726 | 12.416611 | 11.144439 | 2.928841 | -0.042562 | 26.944713 | 0.7704 | 0.8118 | 0.3140 | 0.000000 | 0.000000 |
| 2459488 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.154543 | 5.779330 | 12.589466 | 10.351255 | 11.866409 | 2.350754 | -1.526680 | 64.289862 | 0.7719 | 0.8138 | 0.3405 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 47.028068 | 3.583681 | 3.949320 | 13.087593 | 13.243751 | 4.571569 | 9.090676 | 47.028068 | 1.852480 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | ee Power | -0.674416 | -0.674482 | -0.674482 | -0.674416 | -0.674416 | -0.676161 | -0.676161 | -0.676243 | -0.676243 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 64.267964 | 3.335405 | 3.509595 | 12.243689 | 11.813545 | 6.979444 | 12.594685 | 64.267964 | 4.639088 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 25.596937 | 2.977296 | 3.528798 | 11.769555 | 13.836326 | 6.287645 | 4.674368 | 5.157881 | 25.596937 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 55.176606 | 3.803657 | 3.130402 | 12.467046 | 11.475593 | 6.476623 | 8.194354 | 55.176606 | 22.785177 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 29.397530 | 3.976084 | 3.404671 | 23.668244 | 24.262258 | 2.816293 | 6.598257 | 29.397530 | 9.560677 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 12.977775 | 5.609755 | 6.993312 | 12.977775 | 12.476359 | nan | nan | -19.102210 | -19.669172 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Variability | 159.948365 | 22.671881 | 22.323452 | 44.330518 | 74.315706 | 159.948365 | 78.258096 | 124.246986 | 13.685603 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 22.448134 | 3.392160 | 0.900226 | 13.670991 | 2.590196 | 4.525792 | -0.004715 | 22.448134 | 2.146846 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 43.798857 | 3.781334 | 0.541748 | 15.469254 | 4.199046 | 6.150400 | 1.511805 | 43.798857 | 7.083544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 49.704409 | 0.371289 | 3.162452 | 3.654349 | 13.246802 | 0.830859 | 7.737566 | -0.076240 | 49.704409 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 34.715757 | 3.519904 | 0.687592 | 21.202817 | 5.474734 | 5.321682 | -0.181143 | 34.715757 | 6.300535 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 35.213511 | 0.512020 | 3.705097 | 0.906529 | 12.906385 | 11.983992 | 3.376088 | 20.753768 | 35.213511 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 35.200748 | 1.002647 | 3.909529 | -0.121628 | 13.929576 | 20.030304 | 4.242213 | 14.956574 | 35.200748 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 20.970554 | 0.408602 | 1.746882 | 4.310655 | 18.013560 | 3.524548 | 3.531650 | 0.949970 | 20.970554 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 31.842847 | 0.641093 | 2.880154 | 2.831701 | 12.747201 | -0.130954 | 3.875299 | 2.616351 | 31.842847 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 23.003716 | 0.642831 | 2.676306 | 2.109268 | 16.483925 | 19.850403 | 4.059323 | 5.534805 | 23.003716 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 23.358581 | 3.134994 | 1.143478 | 20.436563 | -0.801374 | 3.091720 | -0.105844 | 23.358581 | 11.619179 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 23.574260 | 2.721588 | 0.758713 | 23.574260 | -0.780246 | 2.751849 | 0.372197 | 12.068712 | 7.194919 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Variability | 17.798031 | 4.156686 | 1.384925 | 13.480830 | -0.678771 | 17.798031 | -0.858844 | 6.687975 | 8.700016 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | ee Temporal Discontinuties | 2.149964 | 0.820188 | -0.686950 | 0.544016 | 0.384251 | 0.408361 | -1.161613 | 2.149964 | 0.280346 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 25.032168 | 0.817501 | 3.280004 | 4.301206 | 19.506867 | 7.040321 | 6.197992 | 2.453071 | 25.032168 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 19.512799 | 2.350272 | 2.482952 | 2.555610 | 19.512799 | 0.907343 | 0.963059 | 0.062330 | 3.046749 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 29.588628 | 3.582865 | 0.590433 | 24.263091 | 2.120469 | 1.831125 | -0.586172 | 29.588628 | 15.686689 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 21.643981 | 0.837745 | 3.807156 | 2.990346 | 19.128084 | 0.700270 | 3.584538 | 6.750810 | 21.643981 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 40.229465 | 3.235891 | 1.039686 | 21.977895 | 1.444829 | 2.666987 | 16.169694 | 40.229465 | 31.325777 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 17.399960 | 2.940091 | 0.530612 | 17.399960 | 4.112410 | 2.845668 | -0.214882 | 16.994644 | 0.155350 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | inf | 393.551442 | 387.111534 | inf | inf | 29.146265 | 21.514073 | 172.704705 | 66.240763 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 20.334957 | 0.281369 | -0.413458 | 3.215546 | 16.993414 | 0.271589 | 5.190575 | 2.180576 | 20.334957 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 19.712190 | 0.592001 | 1.445822 | 3.916562 | 19.712190 | 6.227062 | 3.722754 | 0.283879 | 13.795763 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 3.349680 | -0.519383 | 0.050694 | 3.349680 | -0.024379 | 0.524104 | 2.316390 | 1.840994 | 2.666889 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 22.359676 | 3.733862 | 0.954101 | 22.359676 | 3.728946 | 2.316574 | 6.267104 | 17.208167 | 7.867231 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 21.222275 | 1.210811 | 4.292203 | 4.227446 | 21.222275 | 5.408411 | 1.974114 | 2.588342 | 20.509619 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 19.398027 | 2.806797 | 0.921582 | 19.398027 | 3.556605 | 4.986233 | 0.743379 | 16.843829 | 1.683477 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 23.498779 | 0.555264 | -0.134807 | 0.999639 | 23.498779 | 19.875728 | 3.592661 | 1.347743 | 9.310448 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 33.087227 | 3.610018 | 1.951965 | 33.087227 | 1.224903 | 4.757571 | 5.525962 | 15.040839 | 10.005957 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | ee Power | inf | 313.323650 | 311.560214 | inf | inf | 10.418068 | 12.827718 | 196.196100 | 547.284430 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Shape | 18.177674 | 3.785497 | 18.177674 | 2.237787 | 9.047689 | 0.913686 | 7.441411 | 11.760158 | 7.858976 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Variability | 50.886473 | 15.051031 | 18.106009 | 5.660230 | 30.468528 | 14.398307 | 50.886473 | 9.620704 | 15.471607 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 20.607364 | 3.908508 | 1.853481 | 20.607364 | 3.282692 | 3.450993 | 2.746748 | 11.894016 | 3.042168 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 22.919591 | 2.592201 | 5.229855 | 3.588725 | 22.919591 | 5.833713 | 3.009427 | 3.768033 | 13.149438 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Power | 37.214682 | 19.962424 | 22.730241 | 37.214682 | 33.721237 | 24.022283 | 20.654006 | 1.557959 | 6.927747 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 32.389508 | 2.427725 | 2.577025 | 10.120153 | 7.922869 | 6.911403 | 0.554547 | 3.128332 | 32.389508 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 20.522909 | 3.802289 | 1.867732 | 6.068890 | 5.994305 | 0.783257 | 8.953533 | 20.522909 | 6.731419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 24.062795 | 3.150443 | 3.113139 | 5.179411 | 5.788127 | 1.218818 | 7.063859 | 24.062795 | 0.191530 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 7.892170 | 1.174331 | 1.754142 | 4.774479 | 5.345546 | 3.080972 | 3.287524 | 7.892170 | 5.192611 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 13.892149 | 2.673443 | 2.438818 | 5.540392 | 4.844602 | 8.075235 | 2.504631 | 1.191156 | 13.892149 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 26.409652 | 2.457838 | 2.010573 | 8.216006 | 8.793480 | 0.356873 | 3.587105 | 26.409652 | 12.881270 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 42.241548 | 2.230997 | 2.399393 | 4.821480 | 5.402185 | 0.562252 | 3.947091 | 42.241548 | 10.180192 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 135.674209 | 3.987412 | 4.025476 | 17.902763 | 30.038830 | 115.907010 | 45.753063 | 135.674209 | 12.898703 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 29.163290 | 1.584092 | 10.799396 | 0.464451 | 14.102748 | 0.955465 | 6.748980 | 1.607054 | 29.163290 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 12.711235 | 2.426011 | 1.963644 | 6.241542 | 6.883795 | 1.058339 | 5.379662 | 12.711235 | 12.565431 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 13.888194 | -0.055318 | 2.364568 | -0.610777 | 6.794013 | -1.768961 | 0.299357 | 1.759062 | 13.888194 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 22.040427 | 2.350941 | 2.828488 | 15.477377 | 13.142137 | 4.845055 | 0.421151 | 10.583624 | 22.040427 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 14.297976 | -0.830667 | 1.820082 | -1.174900 | 3.496874 | -0.309736 | 0.837349 | 5.786061 | 14.297976 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Variability | 71.925213 | -0.208814 | 14.364293 | -1.111075 | 11.039176 | 8.593459 | 71.925213 | 15.177758 | 16.677486 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 14.829124 | 0.186276 | 1.626988 | -1.585932 | 3.236581 | -1.329075 | 0.722016 | 13.566816 | 14.829124 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 14.799438 | 0.109315 | 1.769786 | -1.087888 | 3.432750 | -1.453173 | 0.539473 | 11.197105 | 14.799438 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 25.257112 | 2.819923 | 2.707353 | 6.760530 | 6.970953 | 0.147829 | 8.621131 | 25.257112 | 11.070556 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 51.289858 | 3.127887 | 3.060339 | 7.365537 | 8.411512 | 1.453787 | 7.300855 | 51.289858 | 18.143182 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 22.286280 | 2.953823 | 4.204495 | 12.079055 | 12.621288 | 0.502908 | 12.424405 | 22.286280 | 2.485364 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 20.108775 | 1.439269 | 0.022190 | 5.077686 | -0.300993 | 0.543524 | -2.359461 | 20.108775 | -0.038135 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 26.254614 | 3.037320 | 2.531896 | 9.288210 | 9.163220 | 8.050308 | 0.957670 | -0.900474 | 26.254614 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 20.310965 | 3.468698 | 3.446406 | 18.253879 | 18.560920 | -0.457959 | -0.038881 | 20.310965 | -0.233572 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 40.785632 | 4.778261 | 5.044227 | 15.076304 | 15.615549 | 3.979215 | 12.946369 | 40.785632 | 1.155998 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 12.953352 | 0.910880 | 1.567201 | 0.754039 | 3.755971 | -2.276735 | 1.519585 | -0.079918 | 12.953352 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 10.695248 | 1.382829 | -0.107591 | 3.499386 | -0.210919 | 1.367233 | -1.774863 | 10.695248 | -0.292375 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 28.409968 | 3.169843 | 3.472988 | 9.528806 | 8.071343 | 5.759444 | 1.187979 | 2.311975 | 28.409968 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 22.895175 | 3.736178 | 3.737007 | 12.609529 | 11.448140 | 8.239214 | 3.284141 | -0.939584 | 22.895175 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 13.859208 | 2.419364 | -0.335624 | 3.552060 | -0.187664 | 1.504157 | -2.313039 | 13.859208 | -0.387106 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | ee Temporal Variability | 19.132210 | 4.433885 | 3.416433 | 9.998134 | 9.453556 | 19.132210 | 6.864156 | -0.205828 | 9.680492 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 26.161374 | 2.963443 | 3.416848 | 13.473345 | 11.299098 | 6.479123 | 1.832018 | -1.875954 | 26.161374 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 31.648672 | 4.186910 | 3.610748 | 10.853698 | 12.684455 | 5.074096 | 4.599068 | 31.648672 | -0.574119 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Variability | 68.381689 | 5.455024 | 4.755681 | 17.423191 | 28.334749 | 68.381689 | 14.756922 | 54.665654 | 5.184778 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 12.389267 | 2.148767 | 4.223205 | 8.226853 | 5.722205 | 5.268256 | 6.503515 | 12.389267 | 5.090068 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 37.936403 | 4.857990 | 5.447644 | 8.739842 | 12.698104 | 9.765395 | 7.117997 | 21.356652 | 37.936403 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | ee Temporal Variability | 230.971781 | 3.479870 | 3.305119 | 13.149690 | 7.085195 | 219.631440 | 230.971781 | 31.952088 | 24.803747 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Variability | 16.267877 | 6.071283 | 7.371291 | 8.456500 | 11.895744 | 14.484002 | 16.267877 | 4.068207 | 11.375368 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | ee Temporal Variability | 11.364420 | 5.026275 | 5.873718 | 7.668929 | 8.798868 | 11.364420 | 7.693452 | 8.457381 | 7.279957 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Variability | 9.608362 | 5.654265 | 7.378512 | 6.220027 | 8.770201 | 9.511065 | 9.608362 | 6.812696 | 6.591212 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | ee Temporal Discontinuties | 15.408487 | 8.417284 | 5.909947 | 11.011434 | 7.563534 | 10.349813 | 9.724763 | 14.478804 | 15.408487 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 12.147915 | 6.405425 | 8.664823 | 6.971840 | 9.112918 | 8.865304 | 10.300493 | 11.012852 | 12.147915 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Variability | 13.022247 | 10.708933 | 8.402700 | 9.896585 | 7.753820 | 13.022247 | 12.134643 | 7.723846 | 3.483833 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Variability | 12.123574 | 8.265210 | 10.635828 | 6.982375 | 9.204372 | 10.420514 | 12.123574 | 1.770577 | 6.258563 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Variability | 10.121265 | 6.749413 | 8.248240 | 6.303418 | 8.431681 | 9.152382 | 10.121265 | 1.877438 | 8.469471 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 12.046430 | 8.986559 | 7.572450 | 9.299438 | 7.101747 | 10.427584 | 10.013355 | 12.046430 | 4.661635 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 44.295450 | 6.452082 | 4.362074 | 11.522786 | 12.404993 | 3.199280 | 9.526570 | 44.295450 | 14.531241 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 21.544449 | 4.342280 | 6.384541 | 13.403484 | 13.030974 | 13.349949 | 5.460609 | 2.626730 | 21.544449 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 36.268999 | 6.887850 | 6.388389 | 13.309378 | 15.052924 | 2.465621 | 11.508044 | 36.268999 | -1.278396 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 26.944713 | 4.945999 | 6.523301 | 14.266726 | 12.416611 | 11.144439 | 2.928841 | -0.042562 | 26.944713 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 121 | 8 | RF_maintenance | nn Temporal Discontinuties | 64.289862 | 4.154543 | 5.779330 | 12.589466 | 10.351255 | 11.866409 | 2.350754 | -1.526680 | 64.289862 |